Update app.py
Browse files
app.py
CHANGED
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@@ -17,7 +17,7 @@ def process_csv(file):
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if "Feedback" not in df.columns or "Employee" not in df.columns:
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return None, "❌ Error: CSV must contain 'Employee' and 'Feedback' columns."
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df["Sentiment"] = df["Feedback"].apply(lambda x: pipe(x)[0]["label"])
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return {"df": df}, "✅ CSV processed!"
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def predict_attrition_risk(employee_name: str, sentiment: str, explanation: str):
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risk_mapping = {"positive": "Low Risk", "neutral": "Medium Risk", "negative": "High Risk"}
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if "Feedback" not in df.columns or "Employee" not in df.columns:
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return None, "❌ Error: CSV must contain 'Employee' and 'Feedback' columns."
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df["Sentiment"] = df["Feedback"].apply(lambda x: pipe(x)[0]["label"])
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return {"df": df}, "✅ Your CSV file is processed!"
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def predict_attrition_risk(employee_name: str, sentiment: str, explanation: str):
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risk_mapping = {"positive": "Low Risk", "neutral": "Medium Risk", "negative": "High Risk"}
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